As of June 2026, Cooling and Freezing Equipment Operators and Tenders has an AI-exposure score of 54/100 (Elevated exposure) on the AI-Safe Careers index, blending O*NET tasks, the Anthropic Economic Index, the Penn/OpenAI study, and BLS data. This is an estimate of task exposure, not a prediction of job loss.

AI Exposure Score for

Cooling and Freezing Equipment Operators and Tenders

54/100
Elevated exposure
LowModerateElevatedHighVery High

More exposed than 45% of the roles we track. Median pay ~US$41,330. About 800 projected openings a year (BLS 2024–34 — growth plus replacement).

Pay & demand figures are US medians (BLS, in USD) — your local figures will differ. Your exposure score applies broadly.

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How you compare to similar Production roles

Cooling and Freezing Equipment Operators and Tenders (you)
54
Printing Press Operators
54
Dental Laboratory Technicians
54
Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
54
Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
54
Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
54
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Your tasks, by AI exposure

Automatable
  • Record temperatures, amounts of materials processed, or test results on report forms.
  • Sample and test product characteristics such as specific gravity, acidity, and sugar content, using hydrometers, pH meters, or refractometers.
Augmentable
  • Read dials and gauges on panel control boards to ascertain temperatures, alkalinities, and densities of mixtures, and turn valves to obtain specified mixtures.
  • Monitor pressure gauges, ammeters, flowmeters, thermometers, or products, and adjust controls to maintain specified conditions, such as feed rate, product consistency, temperature, air pressure, and machine speed.
  • Start machinery, such as pumps, feeders, or conveyors, and turn valves to heat, admit, or transfer products, refrigerants, or mixes.
  • Start agitators to blend contents, or start beater, scraper, and expeller blades to mix contents with air and prevent sticking.
  • Measure or weigh specified amounts of ingredients or materials, and load them into tanks, vats, hoppers, or other equipment.
  • Activate mechanical rakes to regulate flow of ice from storage bins to vats.
  • Weigh packages and adjust freezer air valves or switches on filler heads to obtain specified amounts of product in each container.
  • Stir material with spoons or paddles to mix ingredients or allow even cooling and prevent coagulation.
  • Place or position containers into equipment, and remove containers after completion of cooling or freezing processes.
  • Assemble equipment, and attach pipes, fittings, or valves, using hand tools.
  • Load and position wrapping paper, sticks, bags, or cartons into dispensing machines.
  • Scrape, dislodge, or break excess frost, ice, or frozen product from equipment to prevent accumulation, using hands and hand tools.
  • Insert forming fixtures, and start machines that cut frozen products into measured portions or specified shapes.
  • Inspect and flush lines with solutions or steam, and spray equipment with sterilizing solutions.
  • Adjust machine or freezer speed and air intake to obtain desired consistency and amount of product.
  • Correct machinery malfunctions by performing actions such as removing jams, and inform supervisors of malfunctions as necessary.
Durable

No durable tasks identified for this role — its real, individually-assessed tasks consistently read as augmentable (89%).

Safer adjacent roles

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
80% skills overlap · Elevated exposure · ~US$43,530
54
Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic
64% skills overlap · Elevated exposure · ~US$48,750
50
Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
56% skills overlap · Elevated exposure · ~US$48,040
54
Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
48% skills overlap · Elevated exposure · ~US$44,810
54
Food Cooking Machine Operators and Tenders
40% skills overlap · Elevated exposure · ~US$41,590
57
Metal-Refining Furnace Operators and Tenders
40% skills overlap · Elevated exposure · ~US$54,430
51
Food Batchmakers
40% skills overlap · Elevated exposure · ~US$42,290
55

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Important: This is an estimate of AI exposure, not a prediction that your job will disappear. It is designed to help you understand how your role may change and improve your career resilience.